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Simple Linear Regression

Fitting of a Simple Linear Regression Model
Course from Udemy
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How to fit a simple linear regression model

  • Definition of Regression: its applications and uses

  • Scatter Plot and its significance

  • How to fit a simple linear regression model

  • Least square estimation of parameters of regression model

  • Mathematical Description of least square estimation

  • Useful Properties of least square fit

  • Mathematical Description of least square estimation

  • Statistical properties of least square estimators

  • Estimation of Sigma Square

  • Evaluation of a Model

  • Analysis of Variance: ANOVA, making of Anova table

  • Coefficient of determination: R square

  • Confidence Interval for Slope of the regression line: Beta1

Simple Linear Regression
$ 19.99
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